10 Minute Talk
How Exactly Does Machine Learning Work?
Have you ever wondered exactly how machine learning works? Where does the system get the data for equipment that is not allowed to fail often? Jason Tranter goes into a method an AI system might use to tell us whether a bearing is about to fail…
- Jason Tranter
- Mobius Institute
Reliability Gang
Condition Monitoring and Energy Saving
This weeks podcast we talk about how Condition Monitoring can have a big impact on Energy Savings.
- Will Bower
- Maintain CM Ltd
Case Studies and Stories
Simple and Easy Steps for Implementing Predictive Maintenance in Machinery using High Frequency Vibration Data and Edge AI
Currently, the most commonly used standard for maintenance processes is Time-based Maintenance (TBM) that involves inspection, repair, and part replacement at regular intervals. In general, TBM is not optimal and cost effective. On the other hand, Condition-based Maintenance (CBM) involves the utilization of various types of sensor data collected from machines to perform repairs or other countermeasures before malfunctions or anomalies occur, hence reducing the unnecessary cost of maintenance.
- Vikas Kumar Singh
- Macnica
Articles
The New Hero in Reliability – The Multi-disciplinarian
As artificial intelligence permeates more-and-more into manufacturing plants, the “multi-disciplinarian” will emerge as the new, “got to have”
- Dominic Gallello
- Symphony Industrial AI
Veterans CONNECTED
Episode 15: Chris Pepin
Welcome to VETERANS CONNECTED maintenance and reliability expert and military Veteran Eric Bevevino interviews military advocate Chris Pepin. Chris is the founder of Progressive Reliability, a manufacturing talent & consulting firm.. Tune in as they exchange their experiences and discuss the transition from the military to industry, and the paths and resources that led them to where they are today…
- Eric Bevevino
- Veterans Connected
CONNECT Conversations
Strategies for Leading a Global Corporate COE on Reliability and Maintenance Improvement- CONNECT Conversations
Tim Goshert joins Doug Plucknette and Ron Moore to discuss strategies to lead a global corporate reliability and maintenance improvement effort.
- Doug Plucknette
- RELIABILITY CONNECT
Two Minute Tips
For Maximum ROI, Check the IIoT Hardware Installation
Once we’ve selected the assets and the appropriate technology, it’s time to look at hardware installation, since we know our analysis is only as good as our data. There are many sensors in the market today and they all promote ease of installation, but a proper installation will determine whether you get actionable results…
- Dries Van Loon
- NanoPrecise
Articles
Reliability Engineering Terms- Data Collection and Analysis
Data collection and analysis facilitates an understanding of field operational use profiles and environmental stress data and is critical for ensuring design/process robustness.
Articles
Understanding The Machine Data
Machine data is the set of physical quantities and attributes that the machine has or creates. This data is provided by various sensors, software, and machine manufacturers.
- Anil Ulusoy
- Sensemore.io
